N-gram-based Machine Translation
This article describes in detail an n-gram approach to statistical machine translation. This
approach consists of a log-linear combination of a translation model based on n-grams of …
approach consists of a log-linear combination of a translation model based on n-grams of …
Guidelines for word alignment evaluation and manual alignment
The purpose of this paper is to provide guidelines for building a word alignment evaluation
scheme. The notion of word alignment quality depends on the application: here we review …
scheme. The notion of word alignment quality depends on the application: here we review …
Improving statistical MT by coupling reordering and decoding
JM Crego, JB Marino - Machine translation, 2006 - Springer
In this paper we describe an elegant and efficient approach to coupling reordering and
decoding in statistical machine translation, where the n-gram translation model is also …
decoding in statistical machine translation, where the n-gram translation model is also …
Reordered search, and tuple unfolding for ngram-based SMT
JM Crego, JB Mariño, A de Gispert - Proceedings of Machine …, 2005 - aclanthology.org
Abstract In Statistical Machine Translation, the use of reordering for certain language pairs
can produce a significant improvement on translation accuracy. However, the search …
can produce a significant improvement on translation accuracy. However, the search …
Bilingual n-gram statistical machine translation
This paper describes a statistical machine translation system that uses a translation model
which is based on bilingual n-grams. When this translation model is log-linearly combined …
which is based on bilingual n-grams. When this translation model is log-linearly combined …
[PDF][PDF] A ngram-based statistical machine translation approach for text normalization on chat-speak style communications
A Hernández - Proceedings of the CAW, 2009 - cs.upc.edu
This paper reports our participation on the text normalization shared task campaign
organized by the CAW 2.0 workshop. Through a Statistical Machine Translation (SMT) …
organized by the CAW 2.0 workshop. Through a Statistical Machine Translation (SMT) …
[PDF][PDF] Ngram-based versus phrase-based statistical machine translation
JM Crego, MR Costa-Jussà, JB Mariño… - Proceedings of the …, 2005 - aclanthology.org
This work summarizes a comparison between two approaches to Statistical Machine
Translation (SMT), namely Ngram-based and Phrase-based SMT. In both approaches, the …
Translation (SMT), namely Ngram-based and Phrase-based SMT. In both approaches, the …
Reordering experiments for N-gram-based SMT
JM Crego, JB Marino - 2006 IEEE Spoken Language …, 2006 - ieeexplore.ieee.org
This paper addresses the problem of reordering in statistical machine translation (SMT). We
describe an elegant and efficient approach to couple reordering (word order …
describe an elegant and efficient approach to couple reordering (word order …
Neural network language models for translation with limited data
M Khalilov, JAR Fonollosa… - 2008 20th IEEE …, 2008 - ieeexplore.ieee.org
In this paper we present how to estimate a continuous space Language Model with a Neural
Network to be used in a Statistical Machine Translation system. We report results for an …
Network to be used in a Statistical Machine Translation system. We report results for an …
[PDF][PDF] Statistical machine translation of euparl data by using bilingual n-grams
Proceedings of the... Page 1 Proceedings of the ACL Workshop on Building and Using
Parallel Texts, pages 133–136, Ann Arbor, June 2005. cOAssociation for Computational …
Parallel Texts, pages 133–136, Ann Arbor, June 2005. cOAssociation for Computational …